Algorithm to forming a rule base for a fuzzy classifier designed on the basis of the K-means clustering algorithm and the whale optimization algorithm

Download article in PDF format

Authors: Koryshev N. P., Hodashinskiy I. A.

Annotation: The article presents a description of the algorithm for generating fuzzy rules for a fuzzy classifier using data clustering, metaheuristic, and the clustering quality index, as well as the results of performance testing on real data sets.

Keywords: fuzzy classifier, clustering, k-means, whale optimization algorithm, clustering quality indices